Seqanswers Leaderboard Ad

Collapse

Announcement

Collapse
No announcement yet.
X
 
  • Filter
  • Time
  • Show
Clear All
new posts

  • Analyzing collaboratively HTS data -- howto??

    Hello,

    A few of us in my lab want to analyze some HTS data; Illumina GAIIx in this case. Before we start I would love to hear some advices on how to organize yourself.

    Our idea is to build an R "data package" while using Subversion (SVN) to version-control our scripts. We want to have a well documented "run-all" script (a vignette file), individual scripts that solve a small part of the analysis, and use the R package framework to document our functions and data tables. The big data files would be excluded from the package. By using an R package to join all the table results (kind of analogous to creating a zip with all the result files) the biologists on the lab will easily load the results on their computers -- yup, we've been teaching them the R basics.

    While the project could make it to the public eventually, it will be "lab-eyes-only" for a while. Now, taking this into account I'm puzzled as to which SVN hosting service to use. I think that we are not really making "open source software". The other option would be to use a single account on a server and use SVN "locally" (check this). Sadly using a local server as the SVN repository is complicated for us as the IT people are very restrictive -- they've had bad luck with exterior attacks.

    Any tips from your experience are more than welcome. I found this paper to be quite useful.

    Thank you and greetings,
    Leonardo


    PS I'll be asking on the bioc-sig-sequencing (R) mailing list as well.
    L. Collado Torres, Ph.D. student in Biostatistics.

  • #2
    Err, just to make it clearer. Its not that we'll do everything with R, but we'll keep all the results in R. We might "call" an external aligner from R, parse the results outside of R and then just load the final results in R.

    Meaning, we'll be using R mainly instead of shell. As I see it, the advantage is on the documentation side because R will "force" us to document every table result. Also, it could make easier the process of joining results from different "modules". Plus, I like R plots

    Leo
    L. Collado Torres, Ph.D. student in Biostatistics.

    Comment

    Latest Articles

    Collapse

    • seqadmin
      Essential Discoveries and Tools in Epitranscriptomics
      by seqadmin




      The field of epigenetics has traditionally concentrated more on DNA and how changes like methylation and phosphorylation of histones impact gene expression and regulation. However, our increased understanding of RNA modifications and their importance in cellular processes has led to a rise in epitranscriptomics research. “Epitranscriptomics brings together the concepts of epigenetics and gene expression,” explained Adrien Leger, PhD, Principal Research Scientist...
      04-22-2024, 07:01 AM
    • seqadmin
      Current Approaches to Protein Sequencing
      by seqadmin


      Proteins are often described as the workhorses of the cell, and identifying their sequences is key to understanding their role in biological processes and disease. Currently, the most common technique used to determine protein sequences is mass spectrometry. While still a valuable tool, mass spectrometry faces several limitations and requires a highly experienced scientist familiar with the equipment to operate it. Additionally, other proteomic methods, like affinity assays, are constrained...
      04-04-2024, 04:25 PM

    ad_right_rmr

    Collapse

    News

    Collapse

    Topics Statistics Last Post
    Started by seqadmin, Yesterday, 11:49 AM
    0 responses
    15 views
    0 likes
    Last Post seqadmin  
    Started by seqadmin, 04-24-2024, 08:47 AM
    0 responses
    16 views
    0 likes
    Last Post seqadmin  
    Started by seqadmin, 04-11-2024, 12:08 PM
    0 responses
    61 views
    0 likes
    Last Post seqadmin  
    Started by seqadmin, 04-10-2024, 10:19 PM
    0 responses
    60 views
    0 likes
    Last Post seqadmin  
    Working...
    X